Maryam Fazel-Zarandi

RESEARCH ENGINEERING MANAGER - FAIR LABS | NEW YORK CITY, UNITED STATES

Maryam Fazel-Zarandi is a Research Engineering Manager and the Research Engineering Lead for North America for core ML and responsible AI at FAIR Labs. Her research interests are in the areas of natural language understanding and dialog systems and her current research focuses on reasoning in large language models and self-supervised learning for speech. She has over 10 years of industry experience and extensive experience in collaborating with engineering teams to deliver science solutions to production. Prior to joining FAIR, Maryam was an Applied Science Manager at Amazon working on Conversational AI for Alexa, where she supported the development of Alexa Conversations. Before joining Amazon, she was a Senior Research Scientist at Nuance Communications, working on open-domain natural language understanding and dialog systems. Maryam received her Ph.D. in Computer Science from University of Toronto in 2013.

Maryam's Work

Maryam's Publications

December 12, 2024

HUMAN & MACHINE INTELLIGENCE

NLP

Explore Theory-of-Mind: Program-Guided Adversarial Data Generation for Theory of Mind Reasoning

Melanie Sclar, Jane Yu, Maryam Fazel-Zarandi, Yulia Tsvetkov, Yonatan Bisk, Yejin Choi, Asli Celikyilmaz

December 12, 2024

December 04, 2023

NLP

PATHFINDER: Guided Search over Multi-Step Reasoning Paths

Olga Golovneva, Sean O'Brien, Ram Pasunuru, Tianlu Wang, Luke Zettlemoyer, Maryam Fazel-Zarandi, Asli Celikyilmaz

December 04, 2023

August 19, 2023

NLP

EXPRESSO: A Benchmark and Analysis of Discrete Expressive Speech Resynthesis

Tu Anh Nguyen, Wei-Ning Hsu, Antony D'Avirro, Bowen Shi, Itai Gat, Maryam Fazel-Zarandi, Tal Remez, Jade Copet, Gabriel Synnaeve, Michael Hassid, Felix Kreuk, Yossef Mordechay Adi, Emmanuel Dupoux

August 19, 2023

July 14, 2023

NLP

COMPUTER VISION

Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning

Lili Yu, Bowen Shi, Ram Pasunuru, Benjamin Miller, Olga Golovneva, Tianlu Wang, Arun Babu, Binh Tang, Brian Karrer, Shelly Sheynin, Candace Ross, Adam Polyak, Russ Howes, Vasu Sharma, Jacob Xu, Uriel Singer, Daniel Li (FAIR), Gargi Ghosh, Yaniv Taigman, Maryam Fazel-Zarandi, Asli Celikyilmaz, Luke Zettlemoyer, Armen Aghajanyan

July 14, 2023

May 22, 2023

SPEECH & AUDIO

NLP

Scaling Speech Technology to 1,000+ Languages

Vineel Pratap, Andros Tjandra, Bowen Shi, Paden Tomasello, Arun Babu, Sayani Kundu, Ali Elkahky, Apoorv Vyas, Maryam Fazel-Zarandi, Alexei Baevski, Wei-Ning Hsu, Alexis Conneau, Michael Auli

May 22, 2023

March 27, 2023

SPEECH & AUDIO

NLP

Cocktail HuBERT: Generalized Self-Supervised Pre-Training for Mixture and Single-Source Speech

Maryam Fazel-Zarandi, Wei-Ning Hsu

March 27, 2023